The graphical outcomes of the problem have been generated to evaluate the velocity profile \(\:f{^\prime}\left(\eta\right)\), temperature field \(\:\theta\left(\eta\:\right)\), mass concentration profile \(\:\phi\left(\eta\right)\), skin friction…
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Training strategies for semi-supervised remote sensing image captioning
Experimental settings
To evaluate the effectiveness and robustness of our method, we used three remote sensing image captioning datasets: UCM-Captions, RSICD, and NWPU-Captions. We excluded Sydney-Captions (613 images with limited diversity) and…
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An efficient swarm evolution algorithm with probability learning for the black and white coloring problem
In the paper, we present a swarm evolution algorithm to solve the BWC problem of graphs. The swarm evolution algorithm is summarized in Swarm_BWC (Algorithm 1). The flowchart of the algorithm is shown in (Fig. 1).
Fig. 1 Flowchart of the swarm…
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Maximum likelihood inference for multivariate delay differential equation models
In this section, the simulation results for two examples of DDEMs in the multivariate setting with single and multiple delays are discussed and presented, respectively, based on the proposed developed methodology in Sect. “Proposed…
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Content oriented 3D-CNN sequence learning architecture for academic activities recognition using a realistic CAD dataset
Sedik, A., Marey, M. & Mostafa, H. An adaptive fatigue detection system based on 3D CNNs and ensemble models. Symmetry 15(6), 1274 (2023).
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Shafik, W., Matinkhah, S. M. & Shokoor, F….
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Evaluation forest educational boards based on eye tracking analysis in a pilot study
Ciesielski, M. & Stereńczak, K. What do we expect from forests? The European view of public demands. J. Environ. Manag. 209, 139–151. https://doi.org/10.1016/j.jenvman.2017.12.032 (2018).
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FCN attention enhancing asphalt pavement crack detection through attention mechanisms and fully convolutional networks
Result evaluation indicators
On the test data set, select the pixel accuracy Acc (Pixel Accuracy) and the average intersection-over-union ratio (mIoU) as the performance indicators of the model32,33. The pixel accuracy Acc formula is shown in…
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Accurate and real-time brain tumour detection and classification using optimized YOLOv5 architecture
The proposed methodology highlights a new optimizer called NRMSProp, derived from RMSProp, to enhance the CNN performance for tumour classification from medical images. Through the integration of Nesterov momentum with RMSProp, NRMSProp improves…
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Research and application of fiber-reinforced EPS particle lightweight soil in highway engineering in cold regions
Results
Effect of EPS particles on the density of lightweight soils
In the preliminary test conducted before the unconfined compression test, it was observed that the influence of polypropylene fiber and lime on the density of EPS lightweight soil…
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Improving soil water dynamics and crop productivity through conservation tillage in arid regions
BD and porosity at different soil depths
After tillage treatments in 2019, the BD of soil in each layer from 0 to 60 cm decreased compared to pre-treatment levels, with reductions ranging from 5.1 to 10.0%, 1.0–9.0%, and 5.3–10.6%,…
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